The proceedings contain 193 papers. The topics discussed include: discovery, retrieval, and analysis of the 'Star Wars' botnet in twitter;the effect of population control policies on societal fragmentation;und...
ISBN:
(纸本)9781450349932
The proceedings contain 193 papers. The topics discussed include: discovery, retrieval, and analysis of the 'Star Wars' botnet in twitter;the effect of population control policies on societal fragmentation;understanding and classifying online amputee users on reddit;mining twitter and taxi data for predicting taxi pickup hotspots;hyperheadtail: a streaming algorithm for estimating the degree distribution of dynamic multigraphs;deep network embedding with aggregated proximity preserving;edge sample and discard: a new algorithm for counting triangles in large dynamic graphs;and on link formation in heterogeneous information networks: a view based on multi-label learning.
The proceedings contain 192 papers. The topics discussed include: meta-GNN: metagraph neural network for semi-supervised learning in attributed heterogeneous information networks;discovering communities of community d...
ISBN:
(纸本)9781450368681
The proceedings contain 192 papers. The topics discussed include: meta-GNN: metagraph neural network for semi-supervised learning in attributed heterogeneous information networks;discovering communities of community discovery;surveying public opinion using label prediction on social media data;the impact of projection and backboning on network topologies;multi-level network embedding with boosted low-rank matrix approximation;efï¬ücient closeness centrality computation in time-evolving graphs;perturb and combine to identify influential spreaders in real-world networks;random preferential attachment hypergraph;and you have been CAUTE! early detection of compromised accounts on social media.
The proceedings contain 152 papers. The topics discussed include: epidemic spreading model based overlapping community detection;tag-based expert recommendation in community question answering;a local seed selection a...
ISBN:
(纸本)9781479958771
The proceedings contain 152 papers. The topics discussed include: epidemic spreading model based overlapping community detection;tag-based expert recommendation in community question answering;a local seed selection algorithm for overlapping community detection;community evolution prediction in dynamic socialnetworks;overlapping stochastic community finding;rLinkTopic: A probabilistic model for discovering regional LinkTopic communities;gossip-based partitioning and replication for online socialnetworks;online evaluation re-scoring based on review behavior analysis;understanding lurking behaviors in socialnetworks across time;start-up firms' networks for innovation: embedded in entrepreneurs' networks in private;and a model of consistent node types in signed directed socialnetworks.
The proceedings contain 101 papers. The topics discussed include: efficient analytical computation of expected frequency of motifs of small size by marginalization in uncertain network;modelling social capital: the st...
ISBN:
(纸本)9781450391283
The proceedings contain 101 papers. The topics discussed include: efficient analytical computation of expected frequency of motifs of small size by marginalization in uncertain network;modelling social capital: the structural hole connections game;which kind of rumors may undermine society: perspectives from court orders;assessing the quality of the datasets by identifying mislabeled samples;a spatial agent-based model for preemptive evacuation decisions during typhoon;and fairness and diversity in the recommendation and ranking of participatory media content.
The proceedings contain 122 papers. The topics discuss include: centralization problem for opinion convergence in decentralized networks;annotators’ perspectives: exploring the influence of identity on interpreting m...
ISBN:
(纸本)9798400704093
The proceedings contain 122 papers. The topics discuss include: centralization problem for opinion convergence in decentralized networks;annotators’ perspectives: exploring the influence of identity on interpreting misogynoir;maximizing influence with graph neural networks;structure and dynamics of a charitable donor co-attendance network;how popularity shapes user interactions in tech-related online communities;together apart: decoding support dynamics in online COVID-19 communities;classifying severe weather events by utilizing social sensor data and social network analysis;the art of active listening;analyzing bias in recommender systems: a comprehensive evaluation of YouTube’s recommendation algorithm;exploring inequity in park usage amidst the COVID-19 pandemic;and understanding online attitudes with pre-trained language models.
The proceedings contain 254 papers. The topics discussed include: uncovering news-Twitter reciprocity via interaction patterns;a tempest in a teacup? analyzing firestorms on Twitter;influence modelling using bounded r...
ISBN:
(纸本)9781450338547
The proceedings contain 254 papers. The topics discussed include: uncovering news-Twitter reciprocity via interaction patterns;a tempest in a teacup? analyzing firestorms on Twitter;influence modelling using bounded rationality in socialnetworks;social influence computation and maximization in signed networks with competing cascades;modeling and utilizing dynamic influence strength for personalized promotion;near linear-time community detection in networks with hardly detectable community structure;community-based prediction of activity change in Skype;utilizing non-QA data to improve questions routing for users with low QA activity in CQA;pairwise structural role mining for user categorization in information cascades;public information exposure detection: helping users understand their web footprints;extracting diffusion channels from real-world social data: a delay-agnostic learning of transmission probabilities;and rumor spreading maximization and source identification in a social network.
The proceedings contain 240 papers and 1 PowerPoint presentation. The topics discussed include: the role of organization hierarchy in technology adoption at the workplace;mobile agent-based approach for modeling the e...
ISBN:
(纸本)9781450322409
The proceedings contain 240 papers and 1 PowerPoint presentation. The topics discussed include: the role of organization hierarchy in technology adoption at the workplace;mobile agent-based approach for modeling the epidemics of communicable diseases;hierarchical influence maximization for advertising in multi-agent markets;game theoretic approach for user migration in distributed socialnetworks;incremental algorithm for updating betweenness centrality in dynamically growing networks;centrality and mode detection in dynamic contact graphs;a joint diagonalisation approach;analyzing the social ties and structure of contributors in open source software community;community detection by popularity based models for authored networked data;incremental local community identification in dynamic socialnetworks;community-based features for identifying spammers in online socialnetworks;and guilt by association? network based propagation approaches for gold farmer detection.
The proceedings contain 219 papers. The topics discussed include: landmark identification in complex networks;on the T-graph of a commutative ring;community learning from external information sources;building a data w...
ISBN:
(纸本)9780769547992
The proceedings contain 219 papers. The topics discussed include: landmark identification in complex networks;on the T-graph of a commutative ring;community learning from external information sources;building a data warehouse for twitter stream exploration;web page prediction by clustering and integrated distance measure;Pareto optimal allocation in multi-agent coalitional games with non-linear payoffs;obstacles incentivize human learning: a network theoretic study;a navigation algorithm inspired by human navigation;evolution of user activity and community formation in an online social network;cyber politics: understanding the use of social media for dissident movements in an integrated state stability framework;identifying influential taggers in trust-aware recommender systems;leveraging socialnetworks to improve service selection in workflow composition;clustering socialnetworks to remove neutral nodes;and an interests discovery approach in socialnetworks based on semantically enriched graphs.
The proceedings contain 234 papers. The topics discussed include: understanding citizen reactions and Ebola-related information propagation on social media;predicting anchor links between heterogeneous socialnetworks...
ISBN:
(纸本)9781509028467
The proceedings contain 234 papers. The topics discussed include: understanding citizen reactions and Ebola-related information propagation on social media;predicting anchor links between heterogeneous socialnetworks;investigating the complete corpus of referendum and elections tweets;social network dominance based on analysis of asymmetry;query-friendly compression of graph streams;why not scale free? simulating company ego networks on twitter;classification in dynamic streaming networks;MaxReach: reducing network incompleteness through node probes;benchmarking online socialnetworks;rank degree: an efficient algorithm for graph sampling;estimating exponential random graph models using sampled network data via Graphon;joining user profiles across online socialnetworks: from the perspective of an adversary;subconscious crowdsourcing: a feasible data collection mechanism for mental disorder detection on social media;an analysis of student behavior in two massive open online courses;web user profiling using data redundancy;personality homophily and the local network characteristics of Facebook;and downside management in recommender systems.
The proceedings contain 217 papers. The topics discussed include: weakly supervised cyberbullying detection using co-trained ensembles of embedding models;semi-supervised content-based detection of misinformation via ...
ISBN:
(纸本)9781538660515
The proceedings contain 217 papers. The topics discussed include: weakly supervised cyberbullying detection using co-trained ensembles of embedding models;semi-supervised content-based detection of misinformation via tensor embeddings;ProfileGen: generation of automatic and realistic artificial profiles;revealing political sentiment with twitter: the case study of the 2016 Italian constitutional referendum;acquiring background knowledge to improve moral value prediction;introducing a reliability analysis framework for high performance computing environments;adult content in social live streaming services: characterizing deviant users and relationships;are they our brothers? analysis and detection of religious hate speech in the Arabic Twittersphere;and identifying influential nodes to inhibit bootstrap percolation on hyperbolic networks.
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